Deep Learning for Financial Applications : A Survey

9 February 2020

Papers citing "Deep Learning for Financial Applications : A Survey"

28 / 78 papers shown

Title
Contributor-Aware Defenses Against Adversarial Backdoor Attacks Glenn Dawson Muhammad Umer R. Polikar AAML 25 0 0 28 May 2022
Reducing Flipping Errors in Deep Neural Networks Xiang Deng Yun Xiao Bo Long Zhongfei Zhang AAML 16 3 0 16 Mar 2022
Multicriteria interpretability driven Deep Learning M. Repetto 11 13 0 28 Nov 2021
A Review on Graph Neural Network Methods in Financial Applications Jianian Wang Shenmin Zhang Yanghua Xiao Rui Song AI4TS 21 104 0 27 Nov 2021
Stock Index Prediction using Cointegration test and Quantile Loss Jaeyoung Cheong Heejoon Lee Minjung Kang AIFin 12 0 0 29 Sep 2021
Reinforcement Learning for Quantitative Trading Shuo Sun R. Wang Bo An OffRL AIFin 11 50 0 28 Sep 2021
Generatively Augmented Neural Network Watchdog for Image Classification Networks Justin Bui Glauco A. Amigo R. Marks 26 0 0 07 Sep 2021
AI in Finance: Challenges, Techniques and Opportunities LongBing Cao AIFin 23 238 0 20 Jul 2021
Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls Helmut Wasserbacher Martin Spindler 6 36 0 10 Jul 2021
Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities Rian Dolphin Barry Smyth Yang Xu Ruihai Dong AIFin 9 7 0 07 Jul 2021
Short-term probabilistic photovoltaic power forecast based on deep convolutional long short-term memory network and kernel density estimation Mingliang Bai Xinyu Zhao Zhenhua Long Jinfu Liu Daren Yu AI4TS 20 1 0 03 Jul 2021
Theoretically Motivated Data Augmentation and Regularization for Portfolio Construction Liu Ziyin Kentaro Minami Kentaro Imajo 14 4 0 08 Jun 2021
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI Ali Raza K. Tran L. Koehl Shujun Li 14 126 0 26 May 2021
$Novel ANN method for solving ordinary and fractional Black-Scholes equation$ Novel ANN method for solving ordinary and fractional Black-Scholes equation Saeed Bajalan Nastaran Bajalan 6 2 0 17 May 2021
Interpretability in deep learning for finance: a case study for the Heston model D. Brigo Xiaoshan Huang A. Pallavicini Haitz Sáez de Ocáriz Borde FAtt 6 7 0 19 Apr 2021
DAFAR: Defending against Adversaries by Feedback-Autoencoder Reconstruction Haowen Liu Ping Yi Hsiao-Ying Lin Jie Shi Weidong Qiu AAML 11 2 0 11 Mar 2021
Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters Rida El-Allami Alberto Marchisio Muhammad Shafique Ihsen Alouani AAML 11 37 0 09 Dec 2020
Feature space approximation for kernel-based supervised learning Patrick Gelß Stefan Klus Ingmar Schuster Christof Schütte 13 5 0 25 Nov 2020
Advancements of federated learning towards privacy preservation: from federated learning to split learning Chandra Thapa Pathum Chamikara Mahawaga Arachchige S. Çamtepe FedML 6 82 0 25 Nov 2020
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment Aref Asvadishirehjini Murat Kantarcioglu B. Malin 9 12 0 17 Oct 2020
Asset Price Forecasting using Recurrent Neural Networks Hamed Vaheb AI4TS 11 0 0 10 Oct 2020
A Generic Methodology for the Statistically Uniform & Comparable Evaluation of Automated Trading Platform Components A. Sokolovsky Luca Arnaboldi 13 2 0 21 Sep 2020
Estimating Example Difficulty Using Variance of Gradients Chirag Agarwal Daniel D'souza Sara Hooker 198 107 0 26 Aug 2020
ATM Cash demand forecasting in an Indian Bank with chaos and deep learning Sarveswararao Vangala V. Ravi BDL 4 18 0 24 Aug 2020
Approaches to Fraud Detection on Credit Card Transactions Using Artificial Intelligence Methods Y. Yazici 9 14 0 29 Jul 2020
Data science and AI in FinTech: An overview LongBing Cao Qiang Yang Philip S. Yu AIFin 13 88 0 10 Jul 2020
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 Omer Berat Sezer M. U. Gudelek A. Ozbayoglu AI4TS 25 987 0 29 Nov 2019
A General Framework on Enhancing Portfolio Management with Reinforcement Learning Yinheng Li Junhao Wang Yijie Cao 11 3 0 26 Nov 2019